G
Mcp Gitlab
No CVEs96A
MCP server for using the GitLab API
12 toolsstdio2.0k143.3k/wk16h ago
Best MCP Servers for Cloud Infrastructure
AWS, GCP, Azure, Docker, Kubernetes - MCP servers for managing cloud resources from your AI assistant.
MCPpedia tracks 1,963 cloud and DevOps MCP servers. 374 of them score at least 50 out of 100, and 203 clear 70 - about 10% of what has been published in this space. The remaining 1,589 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
MCP GitLab leads the list at 96/100. io.github.zenml-io/mcp-zenml (93) and Tachyon (93) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency - how much of your context window the tool definitions consume before you have asked anything.
38 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. None currently carry an open CVE, though that is a snapshot - advisories are re-scanned daily.
Also see: Best Cloud servers, Best DevOps servers, Developers, Data Engineering, Productivity
Last updated
1
96score
2
I
io.github.zenml-io/mcp-zenml
No CVEs93A
MCP server for discovering, reading, and changing ZenML resources with compact generic tools
17 toolsremote49184.1k/wk4d ago
93score
3
Tachyon
No CVEs93A
💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support.
6 toolsremote3114h ago
93score
4
I
io.github.Ifeanyiejindu/qarunbook
No CVEs92A
Shared app-testing runbook: read the plan, record results per platform, raise and fix issues.
4 toolsremote6d ago
92score
5
M
Mcp
No CVEs91A
Deploy static websites from AI agents. Free at mcp.shipstatic.com — no install, no signup.
4 toolsremote72.1k/wk3d ago
91score
6
Observability MCP
No CVEs91A
MCP Server for GCP environment for interacting with various Observability APIs.
1 toolsremote52.4k/wk15d ago
91score
7
I
io.github.patrickchugh/terravision
No CVEs91A
Cloud architecture diagrams with official AWS, Azure and GCP icons, from Terraform or a JSON graph.
9 toolsremote1.6k3d ago
91score
8
I
io.github.adityankale190895/diffci
No CVEs91A
Change-aware CI validation and affected-test guidance for coding agents.
3 toolsremote3.3k/wk3d ago
91score
9
I
io.github.dynatrace-oss/dynatrace-managed-mcp
OfficialNo CVEs90A
MCP server for Dynatrace Managed to access logs, events, and metrics.
2 toolsremote311.0k/wk5d ago
90score
10
I
io.github.RamaAditya49/titen-memory
No CVEs90A
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
6 toolsremote16614/wk3d ago
90score
11
C
com.omnara/omnara
No CVEs89A
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
6 toolsremote803/wk2d ago
89score
12
D
dev.wraps/email
No CVEs89A
Send email through your own Amazon SES account, and check domains, suppressions and sandbox status.
4 toolsstdio438/wk2d ago
89score
13
Mcp Server Kubernetes
No CVEs89A
MCP Server for kubernetes management commands
22 toolsremote1.6k10.3k/wk15d ago
89score
14
C
com.antideploy/antideploy-mcp
No CVEs89A
Deploy an app to Antideploy from a coding agent. No Dockerfile, no YAML, no cloud console.
3 toolsremote2118/wk8d ago
89score
15
D
Datadog MCP Server
No CVEs89A
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
10 toolsremote61.1k/wk3d ago
89score
16
I
io.github.stevensu04/eco-router-mcp
No CVEs89A
Rank AWS, Google Cloud and Azure regions by grid carbon intensity and latency.
8 toolsstdio1228/wk7d ago
89score
17
I
io.github.bitfiction/staticbot
No CVEs89A
Deploy websites, migrate app backends, and run continuous sync with explicit approval gates.
1 toolsremote1205/wk4d ago
89score
18
C
Cronalert MCP Server
No CVEs89A
Manage CronAlert uptime monitors, check results, and incidents from any MCP client.
4 toolsremote543/wk3d ago
89score
19
Hookdeck Cli
No CVEs89A
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
25 toolsremote36327.7k/wk19h ago
89score
20
I
io.github.zw008/vmware-aiops
No CVEs88A
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.
11 toolsremote748d ago
88score